The current landscape of local AI inference and complex physics simulations requires a fundamental rethink of workstation architecture. Professional workflows in large language model (LLM) development and high-fidelity engineering often hit a performance ceiling with single-GPU systems.

Our Pro Maven GT series desktops provide a dedicated dual-GPU platform designed to eliminate these bottlenecks and provide enterprise-grade compute density in a workstation form factor.

Therapeutic Research: A Recent Client Configuration

We recently engineered a specialized Pro Maven GT system for a client focused on advanced therapeutic research. This build supports the massive parallel processing required for drug discovery and molecular modeling. The dual-GPU architecture provides the necessary VRAM and compute cycles to maintain 24/7 stability during long-duration simulation runs.

The technical specifications for this recent build include:

• Processor: AMD EPYC 9334 (32 Cores / 64 Threads)
• Graphics: 2 x NVIDIA GeForce RTX 5090 (64GB Total GDDR7 VRAM)
• Memory: 128GB DDR5 ECC RAM

Performance Results: Dual 5090 Benchmark

Our internal testing confirms that the Pro Maven GT delivers nearly linear scaling in rendering and AI inference. Doubling the GPU count provides immediate advantages in both execution speed and the capacity to handle larger datasets.

V-Ray Rendering Throughput

Rendering complex 3D environments scales efficiently with additional GPUs.

• Single RTX 5090: 16,000 Points
• Dual 5090 Benchmark: 31,040 Points
• Efficiency: This represents a 94% performance gain over a single-card setup.

Local LLM Inference Speeds (32B Models)

Local LLM performance remains critical for developers working with the latest reasoning models. We tested the 32B versions of Deepseek and Qwen to measure real-world tokens per second (tok/s).

Model	Single RTX 5090	Dual RTX 5090	Speed Improvement
Deepseek R1 32B	46 tok/s	65 tok/s	+41% faster
Qwen 2.5 32B	46 tok/s	74 tok/s	+60% faster

High-Fidelity Simulations for Industry Professionals

The Pro Maven GT excels in complex simulation environments where data movement and parallel processing are the primary constraints. This system provides the necessary throughput for Molecular Dynamics (MD) simulations. It handles intensive calculations in GROMACS and NAMD with ease, significantly accelerating the research pipeline for Free Energy Perturbation (FEP) and MM/GBSA calculations.

Engineering professionals benefit from massive acceleration in Computational Fluid Dynamics (CFD).¹ The Pro Maven GT is optimized for Ansys Fluent and Simcenter STAR-CCM+, allowing for more iterations per day and higher mesh density without sacrificing stability. This platform brings high-fidelity transient simulations into the early design stages, providing immediate feedback on aerodynamic or thermal performance.

Future-Proof Scalability and the ProX Advantage

The Pro Maven GT series desktops provide a flexible foundation for your AI journey. You can scale this platform up to a 96-core AMD or Intel processor and up to 1TB of DDR5 ECC memory. For users requiring the absolute maximum in professional memory, the system supports dual Pro 6000 cards, providing a massive 192GB of VRAM.

ProX PC takes full responsibility for guiding you through the hardware selection process. We analyze your specific workload and design a system that fits your technical requirements. Every machine includes our comprehensive after-sales support, troubleshooting, and a clear path for future upgrades.

Our workstation solutions start at just ₹2 Lakh (at the time of writing this blog) with support of RTX 5060 to the RTX 5090, also it can be configure with Nvidia’s pro 6000 96Gb VRAM GPU.

If you want to remove bottlenecks from your workload, then configure your System Now.